Node Classification 벤치마크
Node Classification on tolokers
AUCROC
- 2024-03-02 — Polynormer: AUCROC 85.91
| Rank | Model | AUCROC | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | Polynormer | 85.91±0.74 | Polynormer: Polynomial-Expressive Graph Transformer in Linear Time | cornell-zhang/Polynormer · cornell-zhang/polynormer | 2024 |
| 2 | GNNMoE(GAT-like P) | 85.45±0.94 | Mixture of Experts Meets Decoupled Message Passing: Towards General and Adaptive Node Classification | GISec-Team/GNNMoE | 2024 |
| 3 | GNNMoE(GCN-like P) | 84.77±0.93 | Mixture of Experts Meets Decoupled Message Passing: Towards General and Adaptive Node Classification | GISec-Team/GNNMoE | 2024 |
| 4 | GNNMoE(SAGE-like P) | 83.96±0.75 | Mixture of Experts Meets Decoupled Message Passing: Towards General and Adaptive Node Classification | GISec-Team/GNNMoE | 2024 |